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Advances in Probabilistic and Other Parsing Technologies (Hardcover, 2000 ed.)
Loot Price: R3,098
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Advances in Probabilistic and Other Parsing Technologies (Hardcover, 2000 ed.)
Series: Text, Speech and Language Technology, 16
Expected to ship within 10 - 15 working days
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Parsing technology is concerned with finding syntactic structure in
language. In parsing we have to deal with incomplete and not
necessarily accurate formal descriptions of natural languages.
Robustness and efficiency are among the main issuesin parsing.
Corpora can be used to obtain frequency information about language
use. This allows probabilistic parsing, an approach that aims at
both robustness and efficiency increase. Approximation techniques,
to be applied at the level of language description, parsing
strategy, and syntactic representation, have the same objective.
Approximation at the level of syntactic representation is also
known as underspecification, a traditional technique to deal with
syntactic ambiguity. In this book new parsing technologies are
collected that aim at attacking the problems of robustness and
efficiency by exactly these techniques: the design of probabilistic
grammars and efficient probabilistic parsing algorithms,
approximation techniques applied to grammars and parsers to
increase parsing efficiency, and techniques for underspecification
and the integration of semantic information in the syntactic
analysis to deal with massive ambiguity. The book gives a
state-of-the-art overview of current research and development in
parsing technologies. In its chapters we see how probabilistic
methods have entered the toolbox of computational linguistics in
order to be applied in both parsing theory and parsing practice.
The book is both a unique reference for researchers and an
introduction to the field for interested graduate students.
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